Real AI agent use cases, with sources and setup prompts

Build a vendor register that shows which contracts need a decision

She built a vendor register for purchasing teams with Claude Code and ToolJet that surfaces contracts that are ending and reviews that are overdue.

$17/moVariesIntermediateSource linked

Source

@Athulya___ on X · 2026-10-23

Written in our own words. Credit to the original author. Link checked 2026-10-23.

What they did

She built a vendor register for purchasing teams with Claude Code and ToolJet that surfaces contracts that are ending and reviews that are overdue.

Result (as claimed)

Purchasing sees what needs a decision before a contract lapses.

Tools they used

Cost: Claude Code: from $17/mo.

Set it up

  1. Map the task

    Write the trigger, the inputs, the decisions and the output. Note which steps need a human yes.

  2. Connect the tools

    Set up Claude Code, ToolJet with the narrowest permissions that work. Use a test account or sandbox first.

  3. Build the workflow

    Create the steps in order. Add an approval step before anything sends, pays or deletes.

  4. Run it on real but low-stakes data

    Run a few times, read every output, and fix prompts or rules that misfire.

  5. Schedule and monitor

    Turn on the schedule or trigger, and add a daily summary or alert so you notice failures.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Build a vendor register that shows which contracts need a decision
What the original author did: She built a vendor register for purchasing teams with Claude Code and ToolJet that surfaces contracts that are ending and reviews that are overdue.
Reported result (as claimed by the author): Purchasing sees what needs a decision before a contract lapses.
Source: https://x.com/Athulya___/status/2113616060352270840
Tools they used: Claude Code, ToolJet
Category: Automation & business

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to vibe code an app with Claude Code ยท How to review contracts, leases and fine print with AI

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